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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,862measured
5,943proven reliable
JsonMend Reliable (measured) · 100% over 14 checks Fails real tasks · 0/14

Repair broken JSON from LLM output and validate it against a JSON Schema.

MCP endpoint : https://jsonmend.mike-tusa.workers.dev/mcp · website · measurements and details
maven-tools-mcp Not measured yet

JVM dependency intelligence for AI assistants via Maven Central

Package oci : docker.io/arvindand/maven-tools-mcp:latest · website · measurements and details
Trabuco Not measured yet

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

Package mcpb : https://github.com/arianlopezc/Trabuco/releases/download/v1.16.0/trabuco-darwin-arm64.mcpb · website · measurements and details
pare-build Not measured yet

Pare Build ג€” Structured build output (tsc, esbuild, vite, webpack) as typed JSON diagnostics.

Package npm : @paretools/build · website · measurements and details
build Not measured yet

Structured build tool output (tsc, generic commands) as typed JSON diagnostics.

Package npm : @paretools/build · website · measurements and details
Maven Private (key required)

Ask questions of your marketing data and build live reports.

MCP endpoint : https://mcp.metricmaven.io/mcp · website · measurements and details
maven-info-mcp Not measured yet

Search Java libraries and artifacts on Maven Central. No key required.

Package npm : maven-info-mcp · website · measurements and details
nexus Not measured yet

Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts

Package pypi : nexus-mcp-server · website · measurements and details
MAVENS.mcp Private (key required)

Review connected software projects, submit local findings and read reports with explicit approval.

MCP endpoint : https://mavens.it/api/mcp · website · measurements and details
Homebridge Not measured yet

Control Homebridge accessories and scenes, manage plugins and config.json, and read logs

Package npm : @mp-consulting/homebridge-ai-kit · website · measurements and details
Maven Decoder Not measured yet

Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.

Package npm : maven-decoder-mcp · website · measurements and details
Maven Central Being measured · 0% over 1 checks

Maven Central MCP — Java/JVM artifact registry

MCP endpoint : https://gateway.pipeworx.io/maven-central/mcp · website · measurements and details
DepScout Reliable (measured) · 100% over 40 checks

Scan packages and lockfiles (npm, PyPI, Go, Maven, Cargo, NuGet) for vulnerabilities and malware.

MCP endpoint : https://depscout.salesup.workers.dev/mcp · website · measurements and details
Maven POM coordinate shape, body discarded Not measured yet

Maven POM coordinate shape, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/maven-pom-ok/mcp · website · measurements and details
Maven POM coordinate shape, body discarded Not measured yet

Maven POM coordinate shape, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/pom-ok/mcp · website · measurements and details
cve-cache Not measured yet

Recent CVE + GHSA cache for AI agents auditing dependencies (npm/PyPI/Cargo/Maven/Go).

Package npm : @weiseer/cve-cache-mcp · website · measurements and details
Sigistry Plugin Catalog (formerly Claude Registry) Flaky · 75% over 4 checks Does the job (tested) · 3/3

Renamed: prefer com.sigistry/plugin-catalog. This legacy endpoint keeps working.

MCP endpoint : https://clauderegistry.com/mcp · measurements and details
DSH Plugin Certification Not measured yet

Read-only MCP server exposing the dsh-plugin-certification registry for DeepSeek Harness plugins.

Package npm : dsh-cert-mcp · measurements and details
Sigistry Plugin & Skill Catalog Flaky · 88% over 8 checks Does the job (tested) · 7/7

Search verified Claude Code plugins and skills; fetch portable SKILL.md sources. Read-only.

MCP endpoint : https://sigistry.com/mcp · measurements and details
mcp-server-zotero-dev Not measured yet

MCP server enabling AI assistants to build, test, and debug Zotero plugins

Package npm : @introfini/mcp-server-zotero-dev · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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